Category: Uncategorized

The Basic Problem Imagine you collect a lot of information about people. For example, you measure: Now imagine doing this for thousands of people. You might end up with 50 different measurements per person. Your spreadsheet becomes huge and complicated. At that point a simple question becomes difficult: Which people are doing well and which…

Bitcoin lacks strong privacy because of how its ledger and transaction model were designed. The system prioritizes verifiability and transparency over anonymity. The result is often misunderstood: Bitcoin is pseudonymous, not anonymous. Let’s walk through the core reasons. 1. The Blockchain Is a Permanent Public Ledger Every Bitcoin transaction is recorded on a publicly visible…

Frank and Claude in conversation — on life not as a substance or a property but as a topological achievement: the occupation and defense of low-entropy basins in a universe that is always, everywhere, trying to level them. Frank: I want to stay in the territory we’ve been moving through — the probability landscapes, the ratchet…

Sculpting Entropy: A Dialogue on Logic, Probability, and the Architecture of Mind Frank and Claude in conversation — on the paper “Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning” (Verma, La, Favier, Mishra, Shah — MIT CSAIL, 2025) Frank: I’ve been sitting with this paper for a while. PDDL-INSTRUCT. Logical chain-of-thought for…

It’s Just Math Frank: So let’s start from the beginning. I keep reading about AI using enormous amounts of power, data centers catching fire, utilities scrambling to build new capacity. What’s actually going on? Claude: The short version is that modern AI — specifically large language models — require a staggering amount of computation to build and…

This is a genuinely rich piece. Let me unpack and extend it. The Core Claim The article argues that LLM token generation and kinesin’s molecular walking share a deep structural pattern: neither system achieves direction through deterministic control — both do it by biasing probability landscapes so that “forward” becomes more likely than “backward.” This…